Gamification for Machine Learning in Surgical Patient Engagement by Jeremy A. Balch, Philip A. Efron, Azra Bihorac, Azra Bihorac, Tyler J. Loftus, Tyler J. Loftus

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Survival and neurologic outcomes following aortic occlusion for trauma and hemorrhagic shock in a hybrid operating room by Jeremy A. Balch, Tyler J. Loftus, Philip A. Efron, Alicia M. Mohr, Gilbert R. Upchurch, R. Stephen Smith

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Machine Learning–Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review by Jeremy A Balch, Matthew M Ruppert, Tyler J Loftus, Ziyuan Guan, Yuanfang Ren, Gilbert R Upchurch, Tezcan Ozrazgat-Baslanti, Parisa Rashidi, Azra Bihorac

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Defining critical illness using immunological endotypes in patients with and without sepsis: a cohort study by Jeremy A. Balch, Uan-I Chen, Oliver Liesenfeld, Petr Starostik, Tyler J. Loftus, Philip A. Efron, Scott C. Brakenridge, Timothy E. Sweeney, Lyle L. Moldawer

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Methods for Phenotyping Adult Patients in Sepsis and Septic Shock: A Scoping Review by Han Li, BS, Asena Markal, BS, Jeremy A. Balch, MD, Tyler J. Loftus, MD, Philip A. Efron, MD, Tezcan Ozrazgat-Baslanti, PhD, Azra Bihorac, MD

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From bench to bedside: Pursuing equity in precision medicine approaches to pancreatic cancer care by Kelly M. Herremans, Andrea N. Riner, Angel M. Charles, Jeremy A. Balch, Vignesh Vudatha, Devon C. Freudenberger, Ibrahim Nassour, Steven J. Hughes, Jose G. Trevino, Tyler J. Loftus

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Federated learning for preserving data privacy in collaborative healthcare research by Tyler J Loftus, Matthew M Ruppert, Benjamin Shickel, Tezcan Ozrazgat-Baslanti, Jeremy A Balch, Philip A Efron, Gilbert R Upchurch, Parisa Rashidi, Christopher Tignanelli, Jiang Bian, Azra Bihorac

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Uncertainty-aware deep learning in healthcare: A scoping review. by Tyler J Loftus, Benjamin Shickel, Matthew M Ruppert, Jeremy A Balch, Tezcan Ozrazgat-Baslanti, Patrick J Tighe, Philip A Efron, William R Hogan, Parisa Rashidi, Gilbert R Upchurch, Azra Bihorac

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Surgical resident experience with common bile duct exploration and assessment of performance and autonomy with formative feedback by Molly Q. Nyren, Amanda C. Filiberto, Patrick W. Underwood, Kenneth L. Abbott, Jeremy A. Balch, Francesca Dal Mas, Lorenzo Cobianchi, Philip A. Efron, Brian C. George, Benjamin Shickel, Gilbert R. Upchurch, George A. Sarosi, Tyler J. Loftus

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Machine Learning Applications in Solid Organ Transplantation and Related Complications by Jeremy A. Balch, Daniel Delitto, Patrick J. Tighe, Patrick J. Tighe, Patrick J. Tighe, Ali Zarrinpar, Philip A. Efron, Parisa Rashidi, Parisa Rashidi, Parisa Rashidi, Parisa Rashidi, Gilbert R. Upchurch, Azra Bihorac, Azra Bihorac, Tyler J. Loftus, Tyler J. Loftus

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Phenotype clustering in health care: A narrative review for clinicians by Tyler J. Loftus, Tyler J. Loftus, Tyler J. Loftus, Benjamin Shickel, Benjamin Shickel, Jeremy A. Balch, Patrick J. Tighe, Kenneth L. Abbott, Brian Fazzone, Erik M. Anderson, Jared Rozowsky, Tezcan Ozrazgat-Baslanti, Tezcan Ozrazgat-Baslanti, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Yuanfang Ren, Yuanfang Ren, Scott A. Berceli, William R. Hogan, Philip A. Efron, J. Randall Moorman, Parisa Rashidi, Parisa Rashidi, Parisa Rashidi, Gilbert R. Upchurch, Azra Bihorac, Azra Bihorac, Azra Bihorac

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